ceos/unsloth
1
0
Fork 0
Code Issues Pull requests Projects Releases Packages Wiki Activity Actions
unsloth/studio/backend/tests
History
Daniel Han 46ab683065
 Studio: client-tool passthrough healing for safetensors and MLX (#6870) 
* Studio: client-tool passthrough healing for safetensors and MLX

PR 6801 made response-side tool-call healing default-on for the client-tool
passthrough, but only on the GGUF path: the passthrough branch in
/v1/chat/completions is gated on using_gguf, and the safetensors section never
reads payload.tools, so a client-tools request against a safetensors or MLX
model silently dropped the tool schemas and returned prose with no tool_calls.

Add the missing leg. When a non-GGUF model is loaded, the request declares
client tools (or carries tool-role history), server-side tools are off, and the
template supports tools, the route now:
- renders the tools into the chat template for a single turn via the existing
  backend.generate_chat_response(..., tools=...) seam (worker templating
  already accepts role=tool and assistant.tool_calls messages, normalized with
  _openai_messages_for_passthrough);
- non-streaming: promotes text-form calls with heal_openai_message, honors the
  opt-in nudge single retry (nudge_should_retry / nudge_messages), caps healed
  calls when parallel_tool_calls=false (covers the nudge retry too), and sets
  finish_reason=tool_calls with content null on a pure tool-call turn;
- streaming: derives deltas from the worker's cumulative snapshots and feeds
  StreamToolCallHealer, emitting healed tool-call deltas and the correct
  finish chunk, guarded against repeated or shrinking snapshots.

heal_gate semantics are identical to the GGUF passthrough: default on,
auto_heal_tool_calls=false or UNSLOTH_DISABLE_TOOL_CALL_HEALING=1 relays
verbatim, tool_choice narrows promotion, undeclared names stay text. MLX rides
the same orchestrator seam, so both local backends gain the behavior.

CompletionMessage.content becomes Optional so a promoted pure tool-call turn
matches the OpenAI contract (content null when only tool_calls return).

Adds tests/test_sf_client_tools_passthrough.py (22 cases: healing, gating,
opt-outs, streaming deltas, tool-role history, dict-arguments history, forced
tool_choice, parallel cap, usage, nudge on/off/double-failure, generator error
hygiene, disconnect reset, empty output, MLX path).

* Address review: tool_choice none, developer folding, retry fallback, monitor reply

Four review follow-ups on the safetensors/MLX client-tool passthrough leg:
- tool_choice="none" keeps the tool-history templating but no longer
  advertises the tools, so a forced final-answer turn is not prompted into
  emitting markup that the (correctly disabled) healer would relay as prose.
  Mirrors the GGUF passthrough where llama-server honors tool_choice itself.
- OpenAI "developer" messages fold into a single leading system message via
  _set_or_prepend_system_message before templating; local templates reject the
  role and the fallback formatter drops it.
- A nudge retry that fails or is cancelled after the original answer exists
  falls back to the first response instead of surfacing a 500, matching the
  GGUF nudge path.
- The API monitor records the healed tool call summary instead of the raw
  markup on a promoted turn.

Adds four regression tests.

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Address review: forced tool_choice templating, content-part flattening, stream monitor parity

- A forced tool_choice function is now the only schema rendered into the
  local template, so the advertised tools and the healer allowlist can no
  longer disagree (llama-server enforces tool_choice itself on the GGUF path).
- Content-part lists are flattened to their text parts before templating.
  Remote image URLs are not decodable locally, so such requests reached this
  path with part lists that raise inside apply_chat_template on text-only
  templates; the plain non-GGUF path has always flattened them.
- The streaming monitor entry is now fed from the healed events the client
  actually receives, recording promoted calls as the [tool_calls] summary
  the non-streaming path records.

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Address review: gate passthrough on the engaged server path, deserialize templated arguments

- The client-tools gate now keys on _sf_use_tools (whether the server-side
  tool path actually claimed the request) instead of the raw mcp_enabled
  flag: with an empty MCP registry or a CLI --disable-tools policy, a client
  that sets mcp_enabled while declaring its own tools fell through to plain
  generation with the tools silently dropped. The GGUF passthrough gate has
  no mcp_enabled clause either.
- New _structured_tool_history_for_local_template deserializes assistant
  tool_calls[].function.arguments JSON strings into mappings for the
  templated copy only: spec-compliant clients send strings, but local chat
  templates iterate arguments as a mapping or raise on strings, which
  crashed or misrendered multi-turn tool history. The HTTP response and the
  GGUF wire shape keep strings.

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Tighten comments and docstrings in the client-tools passthrough

* Report first-attempt usage when a nudge retry is discarded

When nudge_should_retry fires but the retry produces no healable tool call
(or raises), the first response is still delivered to the client. The retry's
generate() had already overwritten stats_holder, so _monitor_usage recorded
the unseen retry's token counts against the request instead of the first
attempt that was actually returned. Capture the first attempt's stats before
the retry and restore them on both the no-heal and exception paths so the
monitor reports the usage of the response the caller received.

* Do not promote buffered tool markup when a stream is cancelled

The streaming client-tool heal path breaks out of the token loop when
cancel_event is set (the registry "Stop" path), but then still fell through to
healer.finalize(), which heals incomplete tool markup at EOF (allow_incomplete)
and emits a tool_calls delta plus finish_reason=tool_calls. Because the Stop
request only sets the event and leaves the SSE socket open, the client received
that promoted call and executed a tool the user had just cancelled. The disconnect
path already returns before finalize; guard finalize and the finish_reason on
cancel_event too, so a cancelled stream ends with finish_reason=stop and no tool
call. Adds a regression test driving a Stop mid-emission with buffered markup.

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Trim comments in the client-tools passthrough

* Trim client-tools passthrough comments further

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2026-07-06 19:48:36 -07:00
..
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
conftest.py Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910) 2026-06-09 21:17:04 -07:00
test_amd_apu_unified_memory.py Studio: graceful recovery ladder when llama-server hard-crashes at startup (#6291) 2026-06-18 09:07:25 -07:00
test_anthropic_cache_ttl.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_anthropic_citations.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_anthropic_citations_edge.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_anthropic_code_execution.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_anthropic_compaction.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_anthropic_fast_mode_and_refusal.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_anthropic_fast_mode_edge.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_anthropic_messages.py Studio: parse Mistral [TOOL_CALLS] and rehearsal tool-call shapes (#5704) 2026-07-06 18:52:13 -07:00
test_anthropic_thinking_translation.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_anthropic_tool_versions.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_anthropic_web_fetch.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_api_key_expiry.py Studio: add --secure Cloudflare-only mode and revamp API usage examples (#6300) 2026-06-15 04:18:15 -07:00
test_api_monitor.py Studio: trim serving-log noise and surface llama-server engine stats (#6377) 2026-06-17 05:37:57 -07:00
test_api_perf_serialization.py fix(studio/llama_cpp): disable trust_env on the loopback health probe (#6750) (#6752) 2026-06-30 19:09:26 +02:00
test_apple_gpu_sensors.py Studio: show Apple GPU temperature and power in the GPU monitor (macOS) (#6187) 2026-06-12 01:50:45 -07:00
test_audio_token_detection.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_bootstrap_timeout.py Studio: auto-shut-down an exposed first-run instance if the admin password is never changed (#6651) 2026-06-26 01:27:27 -07:00
test_browse_folders_route.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_bypass_permissions.py Use UTF-8 for Python code-execution subprocess I/O (#6489 class) (#6548) 2026-06-22 09:06:03 -07:00
test_cache_case_resolution.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_cached_gguf_routes.py studio: allow updating HF models through UI (#5388) 2026-07-01 01:54:57 +03:00
test_capability_detection.py Harden model fetching (#6391) 2026-06-18 05:39:52 -07:00
test_chat_eos_template_refresh.py Studio: stop chat generation on the assistant-turn-end token (fixes Qwen3.5 loop) (#6804) 2026-07-06 10:07:56 -07:00
test_chat_history_routes.py Studio chat: tool-call nudging on by default (API stays opt-in) (#6883) 2026-07-06 19:41:19 -07:00
test_chat_history_storage.py feat: implement thread forking functionality with associated database… (#5810) 2026-06-15 14:57:39 +01:00
test_chat_load_during_training.py Studio: free chat model VRAM at training start only when the GPU is tight (#6243) 2026-06-18 09:04:01 -07:00
test_chat_only_reason.py Studio macOS: faster startup, MLX self-heal, drop obsolete prebuilt pins (#6494) 2026-06-22 02:20:08 -07:00
test_chat_template_tool_arguments.py Studio: coerce tool_call arguments to dict before chat templating (fixes MLX tool follow-up error) (#6807) 2026-07-06 10:12:22 -07:00
test_chat_turn_end_eos.py Studio: stop chat generation on the assistant-turn-end token (fixes Qwen3.5 loop) (#6804) 2026-07-06 10:07:56 -07:00
test_checkpoints_scan.py (feat) Add project names to studio training runs (#6512) 2026-06-29 16:06:36 +02:00
test_cleanup_cancelled_checkpoints.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_cloudflare_tunnel.py studio: explicit Cloudflare tunnel notice and public-exposure warning at startup (#6515) 2026-06-30 17:47:48 +02:00
test_compute_buffer.py Studio: reserve CUDA context and mmproj/MTP soft overhead in the GGUF fit budget (#6718) 2026-07-03 13:07:30 -03:00
test_consent_gate.py Studio: persistent per-user trust_remote_code approval cache (#6551) 2026-06-22 05:12:49 -07:00
test_context_overflow_truncation.py Studio: report the real llama-server context window and add an opt-in overflow policy for OpenAI-compatible serving (#6164) 2026-06-11 07:49:55 -07:00
test_cpu_threads.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_data_recipe_github_progress.py Studio: add github_repo seed reader and GitHub Support Bot recipe (#5169) 2026-04-24 12:02:03 -07:00
test_data_recipe_pump_resilience.py Studio: harden background consumer loops and streaming paths against silent UI freezes (#6653) 2026-06-26 03:31:33 -07:00
test_data_recipe_seed.py Studio: name the missing extractor when a Recipes file upload fails (#6642) 2026-06-29 16:12:44 +02:00
test_datacenter_gpu_tuning.py Studio: tune llama.cpp env for data-center GPUs (#6098) 2026-06-12 02:39:01 -07:00
test_dataset_upload_limits.py Formatting: ruff line-length 100, kwarg-spacing passes, drop blank after short local imports (#6079) 2026-06-08 04:24:13 -07:00
test_default_output_dir_name.py Studio: fix training output dir escaping outputs root for models on another drive (#6293) 2026-06-13 04:06:17 -07:00
test_desktop_auth.py Studio macOS: faster startup, MLX self-heal, drop obsolete prebuilt pins (#6494) 2026-06-22 02:20:08 -07:00
test_detect_mmproj_file.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_embedding_model_settings.py Studio: customizable RAG embedding model with HF search, settings tab reorganization (#6800) 2026-07-02 05:26:33 -07:00
test_exec_utf8.py Use UTF-8 for Python code-execution subprocess I/O (#6489 class) (#6548) 2026-06-22 09:06:03 -07:00
test_export_absolute_paths.py Studio: scale export GGUF size estimates from the real model size (#6418) 2026-06-18 05:44:17 -07:00
test_export_capability.py Studio: multi-select export formats, portable FP8/INT8, GGUF LoRA, and source parity (#6767) 2026-07-03 08:25:10 -07:00
test_export_imatrix_compressed.py Studio: multi-select export formats, portable FP8/INT8, GGUF LoRA, and source parity (#6767) 2026-07-03 08:25:10 -07:00
test_export_log_cursor.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_export_size_estimate.py Studio: scale export GGUF size estimates from the real model size (#6418) 2026-06-18 05:44:17 -07:00
test_external_provider_proxy_env.py Studio: ignore unsupported env proxy during Studio startup (#6102) 2026-06-11 05:13:27 -07:00
test_external_provider_usage_chunk.py Studio: Add custom provider option to Connections (#6112) 2026-06-12 13:09:35 +02:00
test_file_security.py Harden model fetching (#6391) 2026-06-18 05:39:52 -07:00
test_frontend_resolution.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_gemini_provider.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_gemma4_chat_template_override.py Studio: bundle Gemma 4 chat templates (E2B/E4B + larger) and auto-apply to unsloth/gemma-4-*-GGUF (#6245) 2026-06-12 05:49:39 -07:00
test_gemma_tool_parse_edge_cases.py Studio: parse Mistral [TOOL_CALLS] and rehearsal tool-call shapes (#5704) 2026-07-06 18:52:13 -07:00
test_gguf_completion_usage.py Studio: improve OpenAI- and Anthropic-compatible API spec compliance (#6010) 2026-06-09 17:13:25 +02:00
test_gguf_metadata.py Studio: add 'Load on selection' toggle to configure load options before loading (#6348) 2026-06-17 16:24:10 +01:00
test_gguf_reload_inheritance.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_gguf_route_cursor_reset.py Studio: extend llama.cpp first-token timeout (#5841) 2026-06-12 18:41:38 +02:00
test_gguf_routing.py Fix GGUF variant file selection (#6342) 2026-06-16 12:42:58 +02:00
test_gguf_tool_non_streaming.py Studio: honor stream=false on the GGUF agentic tool path (#6570) (#6618) 2026-06-24 15:37:08 +01:00
test_gguf_xet_fallback_integration.py Studio: Xet-primary model downloads with automatic HTTP fallback on stall (#6372) 2026-06-16 06:17:54 -07:00
test_gpu_selection.py feat: Implementation of the Portuguese (Brazil) language and VRAM/RAM monitor (#6509) 2026-07-02 18:06:39 +02:00
test_gpu_selection_sandbox.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_hf_xet_fallback.py Auto Xet to HTTP download fallback in from_pretrained; share Studio's fallback via unsloth_zoo (#6638) 2026-07-06 05:13:25 -07:00
test_host_defaults.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_identity.py CLI: stop unsloth connect from leaking Studio credentials to unverified servers (#6479) 2026-06-21 21:28:38 -07:00
test_index_bootstrap_origin.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_index_bootstrap_origin_extra.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_inference_dispatcher_resilience.py fix(studio/llama_cpp): disable trust_env on the loopback health probe (#6750) (#6752) 2026-06-30 19:09:26 +02:00
test_inference_model_validation.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_inference_orchestrator_crash_message.py Studio: fix Gemma-4-12B-it not loading (#6054) 2026-06-10 08:39:07 -07:00
test_install_resolve_prebuilt.py Studio: treat data-center Blackwell (sm_100/sm_103) as Blackwell in llama.cpp prebuilt selection (#6584) 2026-06-23 05:15:09 -07:00
test_kv_cache_estimation.py studio: deterministic VRAM auto-fit for GGUF (MTP reserve, compute buffer, total-based budget) (#6312) 2026-06-17 03:10:22 -07:00
test_lifespan_shutdown.py Studio: make lifespan shutdown resilient to a dead default executor (#6307) 2026-06-15 22:51:46 -07:00
test_linux_external_media_paths.py Fix Studio custom folders on Linux external drives (#6799) 2026-07-03 19:10:04 +01:00
test_llama_cpp_cache_aware_disk_check.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_llama_cpp_context_fit.py Studio: cap GGUF context to unified memory on Apple Silicon (#6622) 2026-06-24 04:39:33 -07:00
test_llama_cpp_freshness.py Studio: stop the llama.cpp update banner flickering and show the download size (#6338) 2026-06-17 21:28:54 -07:00
test_llama_cpp_load_progress.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_llama_cpp_load_progress_live.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_llama_cpp_load_progress_matrix.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_llama_cpp_max_context_threshold.py studio: deterministic VRAM auto-fit for GGUF (MTP reserve, compute buffer, total-based budget) (#6312) 2026-06-17 03:10:22 -07:00
test_llama_cpp_mmproj_fallback.py Studio: graceful recovery ladder when llama-server hard-crashes at startup (#6291) 2026-06-18 09:07:25 -07:00
test_llama_cpp_mtp_detection.py Studio: fix Gemma 4 separate-drafter MTP detection and fallback (#6459) 2026-06-20 04:43:37 -07:00
test_llama_cpp_no_context_shift.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_llama_cpp_props_readback.py fix(studio/llama_cpp): disable trust_env on the loopback health probe (#6750) (#6752) 2026-06-30 19:09:26 +02:00
test_llama_cpp_start_failure_classification.py report a complete load once llama-server is healthy (#6790) 2026-07-03 14:13:54 +01:00
test_llama_cpp_tool_loop.py Studio chat: tool-call nudging on by default (API stays opt-in) (#6883) 2026-07-06 19:41:19 -07:00
test_llama_cpp_update.py Tighten comments for PR #6493 (#6539) 2026-06-21 05:49:07 -07:00
test_llama_cpp_wait_for_health.py report a complete load once llama-server is healthy (#6790) 2026-07-03 14:13:54 +01:00
test_llama_cpp_wait_for_vram_settle.py Studio: cross-session backstop to reap a leftover llama-server on startup (#6431) 2026-06-18 05:52:18 -07:00
test_llama_cpp_windows_nvidia_path.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_llama_route.py Studio: fix llama.cpp update toast tag and reload hint (#6493) 2026-06-21 05:40:49 -07:00
test_llama_route_timeouts.py Fix Gemma 4 GGUF OpenAI API streams (#6476) 2026-06-23 06:13:56 -07:00
test_llama_server_args.py studio: deterministic VRAM auto-fit for GGUF (MTP reserve, compute buffer, total-based budget) (#6312) 2026-06-17 03:10:22 -07:00
test_llama_stats.py Studio: trim serving-log noise and surface llama-server engine stats (#6377) 2026-06-17 05:37:57 -07:00
test_llm_assist_startup_opt_in.py Studio: make Helper LLM startup pre-cache opt in (#6113) 2026-06-09 15:28:34 +02:00
test_load_progress_ready_fraction.py report a complete load once llama-server is healthy (#6790) 2026-07-03 14:13:54 +01:00
test_local_llama_cpp_link.py [Studio] Add --with-llama-cpp-dir installer flag to reuse a local llama.cpp (#6472) 2026-07-02 22:11:20 +01:00
test_local_model_format.py Studio: redesign Select model dropdown to match Hub design (#6364) 2026-06-22 04:33:04 -07:00
test_log_filter_no_truncation.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_logging_middleware.py Studio: trim serving-log noise and surface llama-server engine stats (#6377) 2026-06-17 05:37:57 -07:00
test_login_rate_limit.py Studio: harden background consumer loops and streaming paths against silent UI freezes (#6653) 2026-06-26 03:31:33 -07:00
test_mcp_config_import.py studio: show MCP "Import config" on the add-server form (#6030) 2026-06-11 16:17:22 +01:00
test_mcp_servers.py studio: tool calling for DeepSeek (R1/V3/V3.1), GLM 4.x, Kimi K2 on safetensors + MLX (#5624) 2026-07-06 15:40:46 -07:00
test_mcp_stdio_improvements.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_mcp_stdio_pr5863.py Studio: enable stdio MCP servers on a loopback bind (#6295) 2026-06-15 03:02:32 +01:00
test_message_content.py fix(studio): handle multimodal list content in inference text paths (#4383) (#6480) 2026-06-23 01:26:11 -07:00
test_middleware.py test: add regression guards for SecurityHeadersMiddleware pure-ASGI (#6424) 2026-06-17 22:53:43 -07:00
test_mlx_inference_backend.py studio: tool calling for DeepSeek (R1/V3/V3.1), GLM 4.x, Kimi K2 on safetensors + MLX (#5624) 2026-07-06 15:40:46 -07:00
test_mlx_repair.py Studio: exclude mlx-lm 0.31.3 (broke gemma4/qwen3_5 QK-norm load on Apple Silicon) (#6803) 2026-07-06 19:40:06 -07:00
test_mlx_training_worker_config.py Add MLX-aware public Unsloth trainer API (#6462) 2026-07-02 23:02:26 +01:00
test_mmproj_vram_accounting.py Studio: account for mmproj VRAM in GGUF fit budget (#5825) (#5849) 2026-06-12 15:04:08 +01:00
test_model_defaults_none_guard.py Studio macOS: faster startup, MLX self-heal, drop obsolete prebuilt pins (#6494) 2026-06-22 02:20:08 -07:00
test_model_ids.py studio: list the full local model catalog from /v1/models (#6519) 2026-06-26 20:42:06 -03:00
test_model_update_robustness.py Auto Xet to HTTP download fallback in from_pretrained; share Studio's fallback via unsloth_zoo (#6638) 2026-07-06 05:13:25 -07:00
test_models_get_model_config_case_resolution.py Harden model fetching (#6391) 2026-06-18 05:39:52 -07:00
test_mtp_drafter_companion.py Studio: support separate-file MTP GGUF drafters (Gemma 4) (#6125) 2026-06-10 08:45:12 -07:00
test_mtp_mla_target_ctx.py Studio: gate the MTP target-KV reserve to MTP spec mode, not just MLA (#6449) 2026-06-19 05:51:35 -07:00
test_mtp_vram_budget.py Studio: simplify the inference backend (#6490) 2026-06-21 20:01:09 -03:00
test_multimodal_document.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_namespace_shadow_guard_pr6269.py Studio: self-heal unsloth namespace shadows; clearer failed-load messages (#6532) 2026-06-21 22:43:31 -07:00
test_native_context_length.py Expose runtime context length for hub models (#6154) 2026-06-11 22:13:53 +03:00
test_native_template_trust_remote_code.py studio: tool calling for DeepSeek (R1/V3/V3.1), GLM 4.x, Kimi K2 on safetensors + MLX (#5624) 2026-07-06 15:40:46 -07:00
test_nudge_tool_calls_wiring.py Studio chat: tool-call nudging on by default (API stays opt-in) (#6883) 2026-07-06 19:41:19 -07:00
test_offline_gguf_cache_fallback.py fix(studio/llama_cpp): disable trust_env on the loopback health probe (#6750) (#6752) 2026-06-30 19:09:26 +02:00
test_offline_inference_parent.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_openai_auto_switch.py Studio: opt-in OpenAI /v1 model auto-switch and idle keep-warm (#6392) 2026-07-01 06:42:23 -07:00
test_openai_catalog.py Studio: opt-in OpenAI /v1 model auto-switch and idle keep-warm (#6392) 2026-07-01 06:42:23 -07:00
test_openai_citation_markers.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_openai_citation_markers_edge.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_openai_code_execution.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_openai_compaction.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_openai_container_crud.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_openai_image_generation.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_openai_models_path_leak.py studio: return a clean model id from the OpenAI API instead of the local .gguf path (#6518) 2026-06-26 16:07:53 -03:00
test_openai_responses_translation.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_openai_tool_passthrough.py Studio: flush passthrough stream headers before upstream prefill stalls (#6835) 2026-07-03 16:26:38 +01:00
test_openai_tool_result_fallbacks.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_orchestrator_unload_cancel.py Studio: close switch/cancel races during model load (#6918) 2026-07-06 19:43:15 -07:00
test_passthrough_healing.py Studio: parse Mistral [TOOL_CALLS] and rehearsal tool-call shapes (#5704) 2026-07-06 18:52:13 -07:00
test_personalization_settings.py studio: persist personalization (profile, avatar, theme) server-side (#6516) 2026-06-22 04:09:48 -07:00
test_pr5624_regressions.py studio: tool calling for DeepSeek (R1/V3/V3.1), GLM 4.x, Kimi K2 on safetensors + MLX (#5624) 2026-07-06 15:40:46 -07:00
test_preview.py Studio: shareable per-checkpoint preview links (#6486) 2026-06-24 06:31:53 -07:00
test_preview_followups.py Studio: require signed capability tokens for /p preview links (#6666) 2026-06-25 21:40:48 -07:00
test_preview_routes.py Studio: require signed capability tokens for /p preview links (#6666) 2026-06-25 21:40:48 -07:00
test_preview_sharing_settings.py Studio: require signed capability tokens for /p preview links (#6666) 2026-06-25 21:40:48 -07:00
test_preview_token.py Studio: require signed capability tokens for /p preview links (#6666) 2026-06-25 21:40:48 -07:00
test_pricing.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_pricing_edge.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_process_lifetime.py Reap Studio child processes when the parent dies abnormally (#6425) 2026-06-18 05:51:22 -07:00
test_providers_api.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_pytorch_mirror.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_rag_captioning.py Studio RAG: disable trust_env on loopback llama-server httpx clients (#6775) 2026-07-01 03:58:08 -07:00
test_rag_chunking.py Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910) 2026-06-09 21:17:04 -07:00
test_rag_embed_llama_server.py Studio: customizable RAG embedding model with HF search, settings tab reorganization (#6800) 2026-07-02 05:26:33 -07:00
test_rag_embeddings.py Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910) 2026-06-09 21:17:04 -07:00
test_rag_ingestion.py Whole-document context for RAG chat attachments (#6693) 2026-06-30 15:55:23 +02:00
test_rag_job_events_queue_lifecycle.py Studio: harden background consumer loops and streaming paths against silent UI freezes (#6653) 2026-06-26 03:31:33 -07:00
test_rag_loopback_trust_env.py Studio RAG: disable trust_env on loopback llama-server httpx clients (#6775) 2026-07-01 03:58:08 -07:00
test_rag_ocr_fallback.py Whole-document context for RAG chat attachments (#6693) 2026-06-30 15:55:23 +02:00
test_rag_parsing.py Studio RAG: fix RTL/Indic PDF corruption and dropped DOCX tables (#6780) 2026-07-02 11:38:48 +01:00
test_rag_preview.py Whole-document context for RAG chat attachments (#6693) 2026-06-30 15:55:23 +02:00
test_rag_reconcile_orphaned.py Studio: harden background consumer loops and streaming paths against silent UI freezes (#6653) 2026-06-26 03:31:33 -07:00
test_rag_retrieval.py Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910) 2026-06-09 21:17:04 -07:00
test_rag_store.py Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910) 2026-06-09 21:17:04 -07:00
test_rag_whole_document.py Whole-document context for RAG chat attachments (#6693) 2026-06-30 15:55:23 +02:00
test_recommended_folders_has_model.py Studio: redesign Select model dropdown to match Hub design (#6364) 2026-06-22 04:33:04 -07:00
test_recommended_folders_permission.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_resolve_quant_gguf.py Studio: redesign Select model dropdown to match Hub design (#6364) 2026-06-22 04:33:04 -07:00
test_responses_api.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_responses_tool_passthrough.py Studio: parse Mistral [TOOL_CALLS] and rehearsal tool-call shapes (#5704) 2026-07-06 18:52:13 -07:00
test_rocm_oom_guard.py Windows/WSL installer: fix winget msstore cert failure, amd-smi DiskPart prompt, and enable AMD GPU (Strix Halo gfx1151) (#5940) 2026-06-10 04:24:49 -07:00
test_s3_dataset.py feat(studio): implement S3 dataset loading (completes #5951) (#6222) 2026-06-12 14:52:04 +02:00
test_safetensors_capability_advertise.py Studio: parse Mistral [TOOL_CALLS] and rehearsal tool-call shapes (#5704) 2026-07-06 18:52:13 -07:00
test_safetensors_reasoning_stream.py Studio: parse Mistral [TOOL_CALLS] and rehearsal tool-call shapes (#5704) 2026-07-06 18:52:13 -07:00
test_safetensors_tool_loop.py Studio chat: tool-call nudging on by default (API stays opt-in) (#6883) 2026-07-06 19:41:19 -07:00
test_safetensors_toolcall_wiring.py studio: deterministic backend tool-calling wiring test (#6836) 2026-07-06 10:08:39 -07:00
test_sandbox_tools.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_secure_tools_execute.py Keep server-side tools enabled under --secure (#6403) 2026-06-18 05:52:40 -07:00
test_secure_tunnel_gate.py studio: explicit Cloudflare tunnel notice and public-exposure warning at startup (#6515) 2026-06-30 17:47:48 +02:00
test_security_gate_consistency.py Harden model fetching (#6391) 2026-06-18 05:39:52 -07:00
test_server_disk_logging.py Windows/WSL installer: fix winget msstore cert failure, amd-smi DiskPart prompt, and enable AMD GPU (Strix Halo gfx1151) (#5940) 2026-06-10 04:24:49 -07:00
test_setup_cache_env_hf_home.py Studio: honor custom HF_HOME for model download and load (#6510) 2026-06-22 08:21:59 -07:00
test_sf_client_tools_passthrough.py Studio: client-tool passthrough healing for safetensors and MLX (#6870) 2026-07-06 19:48:36 -07:00
test_slot_offload_fit.py Studio: reserve CUDA context and mmproj/MTP soft overhead in the GGUF fit budget (#6718) 2026-07-03 13:07:30 -03:00
test_sse_streaming_headers.py Studio: simplify the inference backend (#6490) 2026-06-21 20:01:09 -03:00
test_ssm_runtime.py Fix test isolation: restore sys.modules after the pre-import gate test (#6578) 2026-06-22 08:45:34 -07:00
test_startup_banner_loopback.py Fix Windows Studio UTF-8 startup handling (#6614) 2026-07-01 13:47:33 +01:00
test_startup_llama_probe_non_blocking.py Studio macOS: faster startup, MLX self-heal, drop obsolete prebuilt pins (#6494) 2026-06-22 02:20:08 -07:00
test_studio_api.py Studio: Add Tensor-Parallel llama.cpp support (#6040) 2026-06-12 04:00:52 -07:00
test_studio_train_validation.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_tensor_parallel.py Studio: reserve CUDA context and mmproj/MTP soft overhead in the GGUF fit budget (#6718) 2026-07-03 13:07:30 -03:00
test_thinking_parameter.py feat: add Anthropic-compatible thinking parameter (#5856) 2026-06-15 10:35:33 +01:00
test_tool_approvals.py Studio: Add inline confirmation (Allow/Always allow/Deny) for tool calls (#5869) 2026-06-12 10:55:26 +02:00
test_tool_call_parser_strict.py Studio: parse Mistral [TOOL_CALLS] and rehearsal tool-call shapes (#5704) 2026-07-06 18:52:13 -07:00
test_tool_confirm_loop.py Studio: Bypass Permissions (skip confirmation, disable tool sandbox) (#5895) 2026-06-15 04:04:22 -07:00
test_tool_confirm_stream.py Studio: Add inline confirmation (Allow/Always allow/Deny) for tool calls (#5869) 2026-06-12 10:55:26 +02:00
test_tool_loop_controller.py Rename chat artifacts copy to canvas (#6298) 2026-06-15 13:38:39 +02:00
test_tool_message_empty_content.py Studio: report the real llama-server context window and add an opt-in overflow policy for OpenAI-compatible serving (#6164) 2026-06-11 07:49:55 -07:00
test_tool_policy_gates.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_tool_policy_state.py unsloth run: add --enable-tools/--disable-tools server-side tool policy (#5277) 2026-05-05 12:45:15 +04:00
test_tool_strip_guard.py Studio: Gemma tool-call streaming follow-ups + nested-XML escape fix (#6476) (#6611) 2026-07-06 10:39:37 -07:00
test_tool_xml_strip.py Studio: parse Mistral [TOOL_CALLS] and rehearsal tool-call shapes (#5704) 2026-07-06 18:52:13 -07:00
test_torchao_select.py Guard Windows ROCm torchao override skip (#6837) 2026-07-03 19:24:29 +01:00
test_tp_vision_regression.py Studio: restore tensor parallelism for vision/mmproj GGUFs (#6659) 2026-06-27 01:52:18 -07:00
test_trained_model_scan.py Harden model fetching (#6391) 2026-06-18 05:39:52 -07:00
test_training_before_spawn.py Studio: free chat model VRAM at training start only when the GPU is tight (#6243) 2026-06-18 09:04:01 -07:00
test_training_history_update.py Studio: require signed capability tokens for /p preview links (#6666) 2026-06-25 21:40:48 -07:00
test_training_nan_loss_handling.py fix(studio): surface live step with null loss through the SSE progress stream (#6206) 2026-06-11 07:50:13 -07:00
test_training_preflight.py Studio: fail fast on an invalid first training batch (base VLM empty chat template) (#6358) 2026-06-18 06:36:33 -07:00
test_training_progress_prep_timeout.py Studio: harden background consumer loops and streaming paths against silent UI freezes (#6653) 2026-06-26 03:31:33 -07:00
test_training_progress_stream_nan.py Studio: harden background consumer loops and streaming paths against silent UI freezes (#6653) 2026-06-26 03:31:33 -07:00
test_training_pump_resilience.py Studio: keep the training event pump alive so progress can't silently freeze (#6643) 2026-06-25 05:19:32 -07:00
test_training_raw_support.py MLX Training updates (#5656) 2026-06-14 04:58:50 -07:00
test_training_resume.py feat(studio): implement S3 dataset loading (completes #5951) (#6222) 2026-06-12 14:52:04 +02:00
test_training_runs.py (feat) Add project names to studio training runs (#6512) 2026-06-29 16:06:36 +02:00
test_training_streaming.py (feat) Add project names to studio training runs (#6512) 2026-06-29 16:06:36 +02:00
test_training_vram_coexistence.py Studio: free chat model VRAM at training start only when the GPU is tight (#6243) 2026-06-18 09:04:01 -07:00
test_training_worker_flash_attn.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_training_xet_fallback.py Studio: Xet-primary model downloads with automatic HTTP fallback on stall (#6372) 2026-06-16 06:17:54 -07:00
test_transformers_version.py Fix offline checkpoint load/export: "tokenizer is weirdly not loaded" (#6554) 2026-06-25 23:16:53 -07:00
test_trc_approval_cache.py Studio: persistent per-user trust_remote_code approval cache (#6551) 2026-06-22 05:12:49 -07:00
test_utils.py Studio macOS: faster startup, MLX self-heal, drop obsolete prebuilt pins (#6494) 2026-06-22 02:20:08 -07:00
test_validate_gguf_runtime_message.py Studio: show an actionable message when the GGUF runtime is missing (#6327) 2026-06-18 06:00:00 -07:00
test_validate_model_error.py Harden model fetching (#6391) 2026-06-18 05:39:52 -07:00
test_vision_cache.py Fix offline checkpoint load/export: "tokenizer is weirdly not loaded" (#6554) 2026-06-25 23:16:53 -07:00
test_vram_estimation.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_windows_gpu_detection_mock.py studio: deterministic VRAM auto-fit for GGUF (MTP reserve, compute buffer, total-based budget) (#6312) 2026-06-17 03:10:22 -07:00
test_yaml_trust_remote_code_removed.py Harden trust_remote_code consent: scan GGUF-only auto_map and drop pre-set TRC defaults (#6478) 2026-06-22 02:10:35 -07:00